Your Google Business Profile is where local rankings are won or lost, so it's where the system starts. The GBP prompts cover eight areas:

Categories. Your primary and secondary GBP categories directly control which searches trigger your listing. Have Claude search your top three keywords in Maps, extract every competitor's categories, and flag the ones you're missing. Adding one right secondary category can surface you for an entirely new set of searches within a week.

Attributes. Tags like "free estimates" or "24/7 availability" affect both rankings and click-through rate. Claude can build a yes/no comparison grid across you and three competitors in minutes.

Review velocity. Star ratings tell you almost nothing. What matters is speed: a business earning 15 new reviews a month beats one sitting on 200 old ones. Have Claude read competitors' last 50 reviews and extract velocity, most-mentioned services, and neighborhoods.

Review responses. Google has confirmed that responding to reviews improves local ranking. Ten responses a month, each naturally mentioning a service and a city, is 120 pieces of keyword-rich content on your profile per year.

Posts, services, description, photos. Most competitors don't post at all, which makes consistency an instant advantage. And photos are not optional: Google's own data shows businesses with photos get 42% more direction requests and 35% more website click-throughs. Claude can reverse-engineer competitor posting patterns and build you an 8-week posting and photo upload calendar.
Can Claude Cowork Find the Keywords Your Website Is Missing?

Yes, and this is where the revenue hides. Three website prompts do the heavy lifting:

Keyword gap analysis. Claude runs your domain against three competitors in Semrush, filters to local intent keywordswith 100 to 2,000 monthly searches and difficulty under 40, and tells you whether each one needs an optimized page or a new page.

Page 2 goldmine. Using Google Search Console, Claude finds every keyword where you rank in positions 11 to 20 with real impressions. These are the cheapest wins in all of SEO. A jump from position 15 to position 5 is usually worth more than ten new pages, and often it takes nothing more than a title tag and H1 fix.

Service plus city pages. Google ranks pages, not websites. If you don't have a dedicated page for [service] in [city], you won't rank for that search. Claude can audit which combinations exist, then draft every missing page with titles, FAQs, and internal links in one session.

How Does Claude Cowork Help with Citations, Backlinks, and Entity SEO?

NAP consistency is one of the most common local SEO killers. If your phone number reads differently on Yelp than on Google, that conflict quietly suppresses your rankings. Claude can check your name, address, and phone across 15+ directories, flag every mismatch, and hand you a fix list. Citation cleanup is one of the few SEO tasks where results often show within 30 days.

For backlinks, the play is intersection analysis: domains linking to all three competitors but not you are your highest-priority targets. Two to four real contextual links a month compounds faster than twenty random directory submissions.

Then there's entity SEO, the most advanced lever in the system. Google doesn't just rank websites, it ranks entities, and this now decides your AI search visibility too. Search Engine Land's latest guidance calls Organization schema with sameAs properties the highest-leverage schema implementation available, because it shapes whether AI systems can understand and recommend your business at all. With ChatGPT alone driving 92% of AI referral traffic, businesses with strong entity signals get cited in AI Overviews while everyone else stays invisible.

How Long Does It Take to See Results from This System?

Don't run everything at once. The rollout that works looks like this:

Weeks 1 to 3 go to GBP: categories and attributes first (fastest ranking impact, sometimes within days), then reviews and posts, then services, description, and photos. Weeks 4 to 6 move to the website: keyword gaps, Search Console analysis, and city pages. Weeks 7 to 10 build authority: backlinks, local citations, search intent mapping, content gaps, and entity work. Weeks 11 to 12 close with a monthly performance report tracking the only numbers that matter, which are calls and revenue from organic, not vanity traffic.

One more thing on prioritization: bottom-funnel, ready-to-hire keywords like "emergency plumber near me" carry lower volume but convert at a rate practitioners consistently report at 5 to 10 times higher than informational terms. Put your effort where the phone rings.

Final Thoughts

The gap in local SEO right now isn't knowledge. Everything above is public. The gap is execution, and agentic AI has collapsed the cost of executing from weeks of manual work to a set of well-structured prompts.

Most people reading this will save it and never run a single prompt. The ones who run it consistently for 90 days will outrank businesses that have been established for years.

And if you'd rather have a team run the whole system for you, from GBP optimization to AI search visibility, that's exactly what we do at Motion Labs. Get in touch and we'll show you where your rankings are leaking revenue.

SEO Keyword Research Table

Difficulty ratings below are directional estimates. Validate volume and KD in Ahrefs or Semrush before finalizing the content plan.

Frequently Asked Questions

Is Claude Cowork better than hiring a local SEO agency?

It depends on who's driving it. Claude Cowork removes the grunt work, but it can't set strategy, judge trade-offs, or execute month after month on its own. Solo operators with time can get far with this system. Businesses without that time still benefit from an agency running it for them.

Do I need paid SEO tools to use these prompts?

Not for the GBP prompts, which only need a browser. The keyword gap, backlink, and intent mapping prompts work best with Semrush or Ahrefs access. Google Search Console is free and covers a surprising amount on its own.

Which prompt should I run first?

The business context prompt, without exception. After that, the GBP category audit, because wrong categories make every other optimization pointless.

Will AI-assisted SEO work get my site penalized?

No. These prompts use AI for research, auditing, and analysis, not mass-produced content. Google's guidance targets unhelpful content, not the method used to create it. Human review of everything before it goes live keeps you safe.